| Paper | Code | Laptop (F1) | Restaurant (F1) | Mean F1 (Laptop + Restaurant) | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis | ✓ Link | 92.30 | 92.76 | 92.53 | InstructABSA | 2023-02-16 |
| Automated Concatenation of Embeddings for Structured Prediction | ✓ Link | 87.4 | 92.0 | ACE | 2020-10-10 | |
| Improving BERT Performance for Aspect-Based Sentiment Analysis | ✓ Link | 86.09 | 82.34 | 84.215 | PH-SUM | 2020-10-22 |
| Adversarial Training for Aspect-Based Sentiment Analysis with BERT | ✓ Link | 85.57 | 81.50 | 83.54 | BAT | 2020-01-30 |
| Don't Eclipse Your Arts Due to Small Discrepancies: Boundary Repositioning with a Pointer Network for Aspect Extraction | 82.7 | 87.1 | Wei et al. (2020) | 2020-07-01 | ||
| Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction | ✓ Link | 85.20 | DE-CNN | 2018-05-11 |